Thomas Joyce

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 15

Top Topics

Particle Swarm Optimisation

Search Capabilities

Image Synthesis

Top Venues

Medical Image Anal.

SIGGRAPH Asia Technical Briefs

Publications

Thomas Joyce, Stefano Buoso, Christian T. Stoeck, Sebastian Kozerke
Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization. Medical Image Anal. 79 (2022)
Stefano Buoso, Thomas Joyce, Sebastian Kozerke
Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks. Medical Image Anal. 71 (2021)
Alejandro Ungría Hirte, Moritz Platscher, Thomas Joyce, Jeremy J. Heit, Eric Tranvinh, Christian Federau
Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study. CoRR (2020)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Disentangled representation learning in cardiac image analysis. Medical Image Anal. 58 (2019)
Thomas Joyce, Sebastian Kozerke
3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning. SASHIMI@MICCAI (2019)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Factorised Representation Learning in Cardiac Image Analysis. CoRR (2019)
Agisilaos Chartsias, Thomas Joyce, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Multimodal MR Synthesis via Modality-Invariant Latent Representation. IEEE Trans. Medical Imaging 37 (3) (2018)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Factorised spatial representation learning: application in semi-supervised myocardial segmentation. CoRR (2018)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation. MICCAI (2) (2018)
Agisilaos Chartsias, Thomas Joyce, Rohan Dharmakumar, Sotirios A. Tsaftaris
Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data. SASHIMI@MICCAI (2017)
Thomas Joyce, Agisilaos Chartsias, Sotirios A. Tsaftaris
Robust Multi-modal MR Image Synthesis. MICCAI (3) (2017)
Adam Erskine, Thomas Joyce, J. Michael Herrmann
Stochastic stability of particle swarm optimisation. Swarm Intell. 11 (3-4) (2017)
Adam Erskine, Thomas Joyce, J. Michael Herrmann
Parameter Selection in Particle Swarm Optimisation from Stochastic Stability Analysis. ANTS Conference (2016)
Daniel Holden, Jun Saito, Taku Komura, Thomas Joyce
Learning motion manifolds with convolutional autoencoders. SIGGRAPH Asia Technical Briefs (2015)
J. Michael Herrmann, Adam Erskine, Thomas Joyce
Critical Parameters in Particle Swarm Optimisation. CoRR (2015)